{"id":"agixt-adaptive-memory--gh-josh-xt-agixt","name":"AGiXT Adaptive Memory","url":"https://github.com/Josh-XT/AGiXT","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/agixt-adaptive-memory--gh-josh-xt-agixt","family":"memory","section":"Framework-embedded memory","sections":["Framework-embedded memory"],"tier":2,"last_verified_at":"2026-10-22","lifecycle":{"status":"active","severity":0,"note":null},"taxonomy":{"storage":[{"value":"vector","primary":true,"reason":null}],"retrieval":[{"value":"similarity","primary":true,"reason":null}],"persistence":[{"value":"long-term","primary":true,"reason":null}],"update":[{"value":"extraction","primary":true,"reason":null},{"value":"overwrite","primary":false,"reason":null}],"unit":[{"value":"episode","primary":true,"reason":null},{"value":"fact","primary":false,"reason":null}],"governance":[{"value":"inspectable","primary":true,"reason":null}],"conflict":[{"value":"llm-arbitrate","primary":true,"reason":null}]},"cells":{"type":{"value":"Adaptive provider-spanning + plugin storage","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"desc":{"value":"Open-source AI automation platform. Routes between short-term and long-term memory adaptively across any LLM provider; plugin system for storage backends. Memory managed at the instruction-management layer — task context, instruction state, conversation history as unified agent state.","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"claims":{"value":"Supports 20+ LLM providers. Community-maintained.","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"modalities":{"value":"text","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"created":{"value":"2023-04","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","last_verified_at":"2026-05-12","source_class":"repo"},"latest-release":{"value":"v1.9.4 2026-04-08","citation":"https://github.com/Josh-XT/AGiXT/releases/tag/v1.9.4","status":"real-data","tier":"T1","last_verified_at":"2026-05-12","source_class":"repo"},"license":{"value":"MIT","citation":"https://github.com/Josh-XT/AGiXT/blob/main/LICENSE","status":"real-data","tier":"T1","source_class":"repo"},"gh":{"value":"Josh-XT/AGiXT — ~3.2k stars, last commit 2026-05","citation":"https://summary.ecosyste.ms/projects/124620","status":"real-data","tier":"T2","last_verified_at":"2026-10-22","source_class":"third-party"},"mindshare":{"value":"3781/mo PyPI (agixt pkg Apr 20 n/a (open-sourc jobs","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","last_verified_at":"2026-05-12","source_class":"repo"},"citations":{"value":"not applicable — not academic","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-12"},"funding":{"value":"searched not found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","last_verified_at":"2026-05-12","source_class":"repo"},"customers":{"value":"searched not found","citation":"https://agixt.com/","status":"depth-floor-reached","tier":"T2","source_class":"vendor"},"pricing":{"value":"OSS free (MIT); agixt.com offers hosted service but pricing not publicly listed","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"compliance":{"value":"Enterprise-ready features claimed (OAuth, multi-tenancy, advanced security)","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"data-handling":{"value":"Self-hosted by default; agixt.com cloud data handling policies not published","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"deployment":{"value":"Both (OSS self-hosted; agixt.com managed cloud implied)","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"hq":{"value":"searched not found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"founders":{"value":"Josh Turner (open-source maintainer); no institutional backing","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"volume":{"value":"no scale claim — open-source plugin architecture","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"perf":{"value":"no public benchmark scores found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"repro":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"code-release":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"api-surface":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"latency":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"throughput":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"backend-storage":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"multi-tenancy":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"encryption":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"sso-rbac":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"embedding-model":{"value":"searched not found","citation":"https://www.google.com/search?q=AGiXT%20Adaptive%20Memory%20documentation%20API","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"consistency":{"value":"not specified - vendor docs do not address this dimension","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"versioning":{"value":"not specified - vendor docs do not address this dimension","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"tombstoning":{"value":"not specified - vendor docs do not address this dimension","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"schema-evolution":{"value":"schema with migration","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"namespace":{"value":"per-tenant","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"contradiction":{"value":"LLM resolves and overwrites","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"forgetting":{"value":"not specified - vendor docs do not address this dimension","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"mcp-support":{"value":"searched not found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"a2a-support":{"value":"searched not found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"otel":{"value":"searched not found","citation":"https://github.com/Josh-XT/AGiXT","status":"depth-floor-reached","tier":"T1","source_class":"repo"},"webhooks":{"value":"webhooks supported","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"import-export":{"value":"JSON; SQLite backend","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"integration-count":{"value":"0","citation":"https://github.com/Josh-XT/AGiXT (no catalog inbound)","status":"real-data","tier":"T1","source_class":"repo"},"orchestration":{"value":"multi-agent supervisor","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"programmatic-control":{"value":"full CRUD via REST + Python plugin SDK","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"vendor-benchmarks":{"value":"searched not found","citation":"https://josh-xt.github.io/AGiXT/","status":"depth-floor-reached","tier":"T2","last_verified_at":"2026-05-12","source_class":"vendor"},"pricing-specifics":{"value":"OSS (MIT) free; agixt.com hosted service price not publicly listed","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"agent-abstraction":{"value":"multi-agent supervisor + state-machine","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"memory-primitives":{"value":"multiple (short + long-term + plugin backends)","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"llm-lock":{"value":"multi-vendor (20+ LLM providers)","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"runtimes":{"value":"Python","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"session-handling":{"value":"persistent thread","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"validated-verticals":{"value":"OSS automation, hobbyist agent developers","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"time-to-running":{"value":"<1hr (Docker compose, OSS)","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"anti-fit":{"value":"not for enterprise-grade SLA workloads","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"optimised-for":{"value":"provider-spanning + plugin storage","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"BYO LLM; bundled storage","citation":"https://josh-xt.github.io/AGiXT/","status":"real-data","tier":"T2","source_class":"vendor"},"pros":{"value":"OSS adaptive memory with web-search fallback when local memory misses; multi-LLM support.","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"cons":{"value":"Smaller community; documentation uneven; production track record limited.","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"links":{"value":"GitHub Josh-XT/AGiXT","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","source_class":"repo"},"obs-langsmith":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-opentelemetry":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-datadog":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-helicone":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-weave":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-langfuse":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-arize":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-custom":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-token-budget":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-prompt-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-semantic-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-batching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-model-routing":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-streaming-only":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-observability-cost-attribution":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-langsmith-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-braintrust":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-weights-and-biases-agent":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-helicone-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-custom-test-harness":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-human-loop":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-production-traffic-replay":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"commit-trajectory":{"value":"[{\"ym\":\"2025-05\",\"cum\":4801},{\"ym\":\"2025-06\",\"cum\":4857},{\"ym\":\"2025-07\",\"cum\":4863},{\"ym\":\"2025-08\",\"cum\":4905},{\"ym\":\"2025-09\",\"cum\":5037},{\"ym\":\"2025-10\",\"cum\":5103},{\"ym\":\"2025-11\",\"cum\":5196},{\"ym\":\"2025-12\",\"cum\":5284},{\"ym\":\"2026-01\",\"cum\":5415},{\"ym\":\"2026-02\",\"cum\":5474},{\"ym\":\"2026-03\",\"cum\":5584},{\"ym\":\"2026-04\",\"cum\":5660},{\"ym\":\"2026-05\",\"cum\":5786}]","citation":"https://github.com/Josh-XT/AGiXT","status":"real-data","tier":"T1","last_verified_at":"2026-05-14","source_class":"repo"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"[{\"ym\":\"2025-11\",\"monthly\":3059,\"cum\":3059},{\"ym\":\"2025-12\",\"monthly\":1583,\"cum\":4642},{\"ym\":\"2026-01\",\"monthly\":2882,\"cum\":7524},{\"ym\":\"2026-02\",\"monthly\":3617,\"cum\":11141},{\"ym\":\"2026-03\",\"monthly\":1938,\"cum\":13079},{\"ym\":\"2026-04\",\"monthly\":1425,\"cum\":14504}]","citation":"https://pypi.org/project/agixtsdk/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"registry"},"cost-input-usd-per-mtok":{"value":"0","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"cost-output-usd-per-mtok":{"value":"0","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"cost-tier":{"value":"free","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"cost-pricing-model":{"value":"free-tier","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"cost-last-verified":{"value":"2026-06-29","citation":"https://agixt.com/","status":"real-data","tier":"T2","source_class":"vendor"},"capability-composite-score":{"value":"55","citation":null,"status":"estimate","tier":"T3"},"capability-band":{"value":"competent","citation":null,"status":"estimate","tier":"T3"},"capability-benchmark-sources":{"value":"general capability estimate — no specific benchmark recalled","citation":null,"status":"estimate","tier":"T3"},"capability-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"use-case-tags":{"value":"scoped-agentic, long-running-session, memory-augmented-chat","citation":null,"status":"estimate","tier":"T3"},"use-case-anti-tags":{"value":"latency-sensitive, offline-capable","citation":null,"status":"estimate","tier":"T3"},"adoption-accelerator":{"value":"","citation":null,"status":"no-data","tier":"T3"},"architecture-deployment-locus":{"value":"hybrid","citation":"https://raw.githubusercontent.com/Josh-XT/AGiXT/main/docs/README.md","status":"real-data","tier":"T2","source_class":"repo"},"licensing-bucket":{"value":"open-source","citation":"https://github.com/Josh-XT/AGiXT/blob/main/LICENSE","status":"real-data","tier":"T1","source_class":"repo"},"positioning-platform-vs-product":{"value":"platform","citation":"https://raw.githubusercontent.com/Josh-XT/AGiXT/main/docs/README.md","status":"real-data","tier":"T2","source_class":"repo"},"taxonomy-three-layer-rollup":{"value":"agent-infra","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"{\"activity\":1.49,\"as_of\":\"2026-09\",\"openrank_12mo\":3.5,\"openrank_current\":0.49,\"participants\":2}","citation":"https://oss.open-digger.cn/github/Josh-XT/AGiXT/openrank.json","status":"real-data","tier":"T2","last_verified_at":"2026-10-28","source_class":"third-party"},"freshness-date":{"value":"2026-10-22","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/agixt-adaptive-memory--gh-josh-xt-agixt","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"","citation":null,"status":"no-data","tier":"T3"},"sdk-languages":{"value":"","citation":null,"status":"no-data","tier":"T3"},"protocol-support":{"value":"","citation":null,"status":"no-data","tier":"T3"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":48,"third_party_cells":2},"edges":{"outgoing":[],"incoming":[]},"history":[{"date":"2026-10-23","commit":"5fd0959f49","pr":223,"kind":"update","changes":[{"field":"compliance","label":"Compliance","from":"Enterprise-ready features claimed (OAuth, multi-tenancy, advanced security) but no SOC 2 / GDPR / HIPAA certificati…","to":"Enterprise-ready features claimed (OAuth, multi-tenancy, advanced security)","source":"https://agixt.com/"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}